Improving Productivity and Efficiency of Australian Airports – A Real Time Analytics and Statistical Approach. Aviation is a major economic driver both within Australia and overseas, but the aviation industry faces growing challenges from the increase in passengers and changing regulations. To meet these challenges, airports, airlines, government agencies and others need to maximise their efficiency and productivity; however, complex dependencies and differing operational objectives complicate t ....Improving Productivity and Efficiency of Australian Airports – A Real Time Analytics and Statistical Approach. Aviation is a major economic driver both within Australia and overseas, but the aviation industry faces growing challenges from the increase in passengers and changing regulations. To meet these challenges, airports, airlines, government agencies and others need to maximise their efficiency and productivity; however, complex dependencies and differing operational objectives complicate this task. This project aims to develop a real-time, whole-of-system operational performance framework that can help operators in finding and evaluating solutions to maximise throughput, reduce wait times and mitigate flow-on effects. Innovative new video analytic and Bayesian Network based tools are integrated to address the challenges of adaptability and uncertainty.Read moreRead less
Improved Ways To Study The Effect Of Transient Exposures On The Risk Of An Illness, With Application To Flying And DVT
Funder
National Health and Medical Research Council
Funding Amount
$212,250.00
Summary
Improved methods of analysis will be developed to estimate the extent to which certain short-term activities trigger a particular illness and to determine who is most at risk. The new methods of analysis have many potential applications, including study of the effect of periods of intense exercise or intense alcohol consumption on the risk of a heart attack. Here we apply them to study the effect of air travel on illness due to blood clots in a vein (deep vein thrombosis, DVT), and the factors t ....Improved methods of analysis will be developed to estimate the extent to which certain short-term activities trigger a particular illness and to determine who is most at risk. The new methods of analysis have many potential applications, including study of the effect of periods of intense exercise or intense alcohol consumption on the risk of a heart attack. Here we apply them to study the effect of air travel on illness due to blood clots in a vein (deep vein thrombosis, DVT), and the factors that put individuals at greatest risk. The extra understanding that our improved analysis of the data provides will accelerate research into ways to minimise the risk of flight-induced DVT and implementation of preventative measures in the travel industry. This has the potential to prevent many cases, and deaths, because the number of flights taken, globally, by individuals in a year is now in the billions. Specifically, dependence of flight-induced DVT on age, sex, being pregnant, recent fractures and having certain cancers will identify individuals at greatest risk, while dependence on the duration of the flight will identify flights that present greater risk. The development of these new methods of analysis will make a lasting contribution to public health research, because they can be used to study many short-term-activity - illnesses combinations. The methods will see increasing applications because the type of data they rely on, namely the complete history of exposures over time periods, will increasingly become available as electronic recording of activities becomes more common place. For example, electronic records of flights are now almost universal and bookings at squash courts and other sporting venues are increasingly recorded electronically. The computer software to apply the new methods of analysis will be made available to other researchers, to promote studies of this type.Read moreRead less